entities:
  - id: andre-knie
    type: person
    name: Dr. Andre Knie
  - id: data-hive-cassel
    type: organization
    name: Data Hive Cassel
  - id: db-infrago
    type: organization
    name: DB InfraGO
  - id: db-netz
    type: organization
    name: DB Netz AG
  - id: hochschule-fresenius
    type: organization
    name: Hochschule Fresenius
  - id: universitaet-kassel
    type: organization
    name: Universität Kassel
  - id: data-hive-cassel-gruender
    type: experience
    name: Gründer & Geschäftsführer
  - id: db-infrago-digitalisierung
    type: experience
    name: Experte für Digitalisierung
  - id: db-netz-einfachbahn-jobsharing
    type: experience
    name: Leiter #Einfachbahn im JobSharing
  - id: db-netz-einfachbahn-leiter
    type: experience
    name: Leiter #Einfachbahn
  - id: hochschule-fresenius-dozent
    type: experience
    name: Dozent — Agilität und ergebnisorientierte Unternehmensführung
  - id: uni-kassel-teilgruppenleiter
    type: experience
    name: Teilgruppenleiter Spektroskopie
  - id: uni-kassel-doktorand
    type: experience
    name: Doktorand — wissenschaftlicher Mitarbeiter
  - id: kuenstliche-intelligenz
    type: skill
    name: Künstliche Intelligenz
  - id: change-management
    type: skill
    name: Change Management
  - id: digitale-transformation
    type: skill
    name: Digitale Transformation
  - id: shared-leadership
    type: skill
    name: Shared Leadership / JobSharing
  - id: agilitaet
    type: skill
    name: Agilität
  - id: coaching
    type: skill
    name: Coaching
  - id: team-management
    type: skill
    name: Teammanagement
  - id: it-strategie
    type: skill
    name: IT-Strategie
  - id: ki-fraitag
    type: project
    name: KI FrAItage — Universität Kassel
  - id: projekt-kiq
    type: project
    name: Project KIQ — Souveränes KI-Betriebssystem
  - id: dhive-automatisierung
    type: project
    name: dHive Automatisierung
  - id: ki-peergroup-nordhessen
    type: project
    name: KI-Peergroup Nordhessen & KIck-Start Kassel
  - id: hessian-ai-startup-workshops
    type: project
    name: Hessian.AI Startup-Workshops
  - id: ai-masterclass-sciencepark
    type: project
    name: AI Masterclass & Prototyping-Labor — Science Park Kassel
  - id: studierendenwerk-kassel-ki
    type: project
    name: KI-Beratung Studierendenwerk Kassel
  - id: schlachthof-kassel-ki
    type: project
    name: KI-Strategie Schlachthof Kassel gGmbH
  - id: huebner-innovation
    type: project
    name: Hübner — 3D-Bewegungsklassifikation & Innovation
  - id: powerhive-energiemonitoring
    type: project
    name: Powerhive — Energiemonitoring & Effizienz
  - id: promate-distral
    type: project
    name: PROMATE — Intelligente Überwachung von Kaltverformungsprozessen
  - id: auteba-automatisierung
    type: project
    name: Auteba — Automatisierung & Patententwicklung
  - id: rkw-ki-workshop
    type: project
    name: RKW — Workshop KI für Berater
  - id: uni-kassel-ki-forschung
    type: project
    name: KI-Methoden in der Physik-Forschung — Uni Kassel

  # LinkedIn Tracking Entities (kb/tracking/)
  # type: linkedin-tracking
  # Naming: linkedin-<year>-w<week>, e.g. linkedin-2026-w28

relationships:
  - from: andre-knie
    to: kuenstliche-intelligenz
    type: has_skill
  - from: andre-knie
    to: change-management
    type: has_skill
  - from: andre-knie
    to: digitale-transformation
    type: has_skill
  - from: andre-knie
    to: shared-leadership
    type: has_skill
  - from: andre-knie
    to: agilitaet
    type: has_skill
  - from: andre-knie
    to: coaching
    type: has_skill
  - from: andre-knie
    to: team-management
    type: has_skill
  - from: andre-knie
    to: it-strategie
    type: has_skill
  - from: andre-knie
    to: data-hive-cassel
    type: worked_at
    context: data-hive-cassel-gruender
  - from: andre-knie
    to: db-infrago
    type: worked_at
    context: db-infrago-digitalisierung
  - from: andre-knie
    to: db-netz
    type: worked_at
    context: db-netz-einfachbahn-jobsharing
  - from: andre-knie
    to: hochschule-fresenius
    type: worked_at
    context: hochschule-fresenius-dozent
  - from: andre-knie
    to: universitaet-kassel
    type: worked_at
    context: uni-kassel-teilgruppenleiter